I am curious if any of these concepts derive somehow from some physics principles? Like the same way neural networks are modeled after biological neural network

I am curious if any of these concepts derive somehow from some physics principles? Like the same way neural networks are modeled after biological neural networks? Maybe you have some insights on that conception?